EDMF: Efficient Deep Matrix Factorization With Review Feature Learning for Industrial Recommender System

Hai Liu, Chao Zheng, Duantengchuan Li, +6

IEEE Transactions on Industrial Informatics

Multi-perspective social recommendation method with graph representation learning

Hai Liu, Chao Zheng, Duantengchuan Li, +5

Neurocomputing

Computational Social ScienceGroup RecommendersGraph Representation LearningGraph TheoryData Science +6

CARM: Confidence-aware recommender model via review representation learning and historical rating behavior in the online platforms

Duantengchuan Li, Hai Liu, Zhaoli Zhang, +4

Neurocomputing

Customer ReviewEngineeringMachine LearningData ScienceData Mining +13

Knowledge graph representation learning with simplifying hierarchical feature propagation

Zhifei Li, Qi Zhang, Fangfang Zhu, +3

Information Processing & Management

Natural Language ProcessingKnowledge RepresentationGraph Neural NetworkGraph Representation LearningGraph Theory +10

Knowledge graph embedding model with attention-based high-low level features interaction convolutional network

Jingxiong Wang, Qi Zhang, Fobo Shi, +7

Information Processing & Management

Natural Language ProcessingGraph Neural NetworkEngineeringMachine LearningKnowledge Distillation +6

Integrating user short-term intentions and long-term preferences in heterogeneous hypergraph networks for sequential recommendation

Bingqian Liu, Duantengchuan Li, Jian Wang, +3

Information Processing & Management

Computational Social ScienceUser Short-term IntentionsNetwork ScienceGraph TheoryData Science +12

PBScaler: A Bottleneck-Aware Autoscaling Framework for Microservice-Based Applications

Shuaiyu Xie, Jian Wang, Bing Li, +3

IEEE Transactions on Services Computing

Cluster ComputingProvisioning (Technology)EngineeringComputer ArchitectureRoot Performance Bottlenecks +15

BGCL: Bi-subgraph network based on graph contrastive learning for cold-start QoS prediction

Jiangyuan Zhu, Bing Li, Jian Wang, +3

Knowledge-Based Systems

Cold-start Qos PredictionGraph Neural NetworkNetwork ScienceMachine LearningData Science +11

Motion Planner With Fixed-Horizon Constrained Reinforcement Learning for Complex Autonomous Driving Scenarios

Ke Lin, Yanjie Li, Shiyu Chen, +2

IEEE Transactions on Intelligent Vehicles

Artificial IntelligencePath PlanningTrajectory PlanningEngineeringHealth Sciences +13

Homogeneous graph neural networks for third-party library recommendation

Duantengchuan Li, Yuxuan Gao, Z. Wang, +4

Information Processing & Management

Group RecommendersEngineeringGraph TheoryData ScienceKnowledge Discovery +6